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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Dayne Freitag

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Preprint Aug 2026

MIL-BERT: Classification of Arbitrarily Large Text with Performance and Explanatory Guarantees

This work presents an algorithm for training a neural network to classify text by selecting constituent excerpts by selecting such excerpts, and shows that the approach is also scalable with demonstrated learning against samples with nearly 1M tokens.

John J. Cadigan, Dayne Freitag, Eric Yeh · 0 citations

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